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S

Shirui Pan

griffith university

69H-index
557Paper Count
2.5WCitation Count
Published Papers 137
Publication Date
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From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-05-11
err0
PREAI
errYixin Liu; Shiyuan Li; Yu Zheng; Qingfeng Chen; Chengqi Zhang; Philip S. Yu; Shirui Pan
errShare
errSave
Spatio -temporal-aware preference optimization for personalized radiology report generation
errExpert Systems with Applications
IF7.5
err2026-04-09
err0
PREAI
errZhenjie Luo; Libin Yang; Hui Zhang; Quan Tang; Shirui Pan; Dehong Gao; Xiaoyan Cai
errShare
errSave
Graph Neural Networks for Graphs With Heterophily: A Survey
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-04-02
err0
PREAI
errXin Zheng; Yi Wang; Yixin Liu; Ming Li; Miao Zhang; Di Jin; Philip S. Yu; Shirui Pan
errShare
errSave
LiSA: A linear graph transformer framework with sample aggregation
errKnowledge-Based Systems
IF7.6
err2026-03-31
err0
PREAI
errQian Wang; Qingfeng Chen; Shiyuan Li; Shirui Pan
errShare
errSave
Contrastive knowledge embedding with discriminative self-weighted sampling
errNeural Networks
IF6.3
err2026-02-19
err0
PREAI
errSheng Wan; Yibing Zhan; Shirui Pan; Jian Yang; Chen Gong
errShare
errSave
IEGSCL: Interaction-Enhanced Graph Neural Sequence Contrastive Learning for Microscopic Diffusion Prediction
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-01-12
err0
PREAI
errYiru Chang; Fei Xiong; Shirui Pan; Jia Wu; Liang Wang; Amin Beheshti
errShare
errSave
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey
errACM Computing Surveys
IF28
err2025-11-20
err0
PREAI
errFarid Saberi-Movahed; Kamal Berahmand; Razieh Sheikhpour; Yuefeng Li; Shirui Pan; Mahdi Jalili
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errSave
Generative Causality-Driven Network for Graph Multi-Task Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-16
err0
PREAI
errXixun Lin; Qing Yu; Yanan Cao; Lixin Zou; Chuan Zhou; Jia Wu; Chenliang Li; Peng Zhang; Shirui Pan
errShare
errSave
Multi-view contrastive learning with Static attributes and Dynamic interests for Sequential Recommendation
errApplied Intelligence
IF3.5
err2025-09-06
err0
PREAI
errMukun Chen; Jia Wu; Shirui Pan; Xiantao Cai; Bo Du; Wenbin Hu; Huiting Xu
errShare
errSave
Large language models for drug discovery and development
errPatterns
IF7.4
err2025-09-02
err0
errOAAI
errYizhen Zheng; Huan Yee Koh; Jiaxin Ju; Madeleine Yang; Lauren T. May; Geoffrey I. Webb; Li Li; Shirui Pan; George Church
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errSave
DA-MoE: Addressing depth-sensitivity in graph-level analysis through mixture of experts
errNeural Networks
IF6.3
err2025-09-01
err0
errOAAI
errZelin Yao; Mukun Chen; Chuang Liu; Xianke Meng; Yibing Zhan; Jia Wu; Shirui Pan; Huiting Xu; Wenbin Hu
errShare
errSave
Interactive Graph Learning for Multilevel Network Alignment
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-13
err0
PREAI
errPengfei Jiao; Yuanqi Liu; Yinghui Wang; Huijun Tang; Zhidong Zhao; Shirui Pan
errShare
errSave
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
errOAAI
errZahra Zamanzadeh Darban; Yiyuan Yang; Geoffrey I. Webb; Charu C. Aggarwal; Qingsong Wen; Shirui Pan; Mahsa Salehi
errShare
errSave
Dual variational graph contrastive learning for social recommendation
errKnowledge-Based Systems
IF7.6
err2025-07-20
err0
PREAI
errYifan Wang; Fei Xiong; Zhiyuan Zhang; Shirui Pan; Liang Wang; Hongshu Chen
errShare
errSave
Balancing user preferences by social networks: A condition-guided social recommendation model for mitigating popularity bias
errNEURAL NETWORKS
IF6.3
err2025-07-01
err0
errOAAI
errHe, Xin; Fan, Wenqi; Wang, Ruobing; Wang, Yili; Wang, Ying; Pan, Shirui; Wang, Xin
errShare
errSave
GatorCLR: Personalized predictions of patient outcomes on electronic health records using self-supervised contrastive graph representation
errJournal of Biomedical Informatics
IF4.5
err2025-06-02
err0
PREAI
errYuxi Liu; Zhenhao Zhang; Jiacong Mi; Shirui Pan; Tianlong Chen; Yi Guo; Xing He; Jiang Bian
errShare
errSave
Knowledge-aware contrastive heterogeneous molecular graph learning
errplos biology
IF3.6
err2025-05-12
err0
errOAAI
errChen, Mukun; Wu, Jia; Pan, Shirui; Lin, Fu; Du, Bo; Gong, Xiuwen; Hu, Wenbin
errShare
errSave
Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
PREAI
errChen, Mukun; Gong, Xiuwen; Pan, Shirui; Wu, Jia; Lin, Fu; Du, Bo; Hu, Wenbin
errShare
errSave
Nonlinear Matrix Factorization With Cognitive Opinion Formation for Social Recommendation
errieee transactions on cybernetics
IF8.7
err2025-03-01
err0
PREAI
errXiong, Fei; Ni, Xuelian; Pan, Shirui; Chen, Hongshu; Wang, Liang; Yan, Zheng
errShare
errSave
DropNaE: Alleviating irregularity for large-scale graph representation learning
errNEURAL NETWORKS
IF6.3
err2025-03-01
err0
PREAI
errLiu, Xin; Xiong, Xunbin; Yan, Mingyu; Xue, Runzhen; Pan, Shirui; Pei, Songwen; Deng, Lei; Ye, Xiaochun; Fan, Dongrui
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Philip S. Yu
H-index: 166 · Papers: 2.7K
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
E
Erik Cambria
H-index: 111 · Papers: 785
X
Xinghuo Yu
H-index: 110 · Papers: 1.2K
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
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